Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "104"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 104 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 229 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 220 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_4994/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 104, Node 8:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.669755 -0.467904 8.042293 -0.472387 0.894857 -0.255520 5.472066 -0.693073 0.8145 0.8148 0.2358 12.504330 12.607112
2459593 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.444214 -0.088791 8.765010 -0.615816 0.078809 -1.035409 2.764437 -0.896978 0.7577 0.7500 0.2470 5.489890 5.339013
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.254005 -0.992085 0.442413 1.575799 -0.326962 0.142641 -1.923749 -0.168209 0.0306 0.0279 0.0005 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.468501 -0.081534 10.850893 0.255622 0.083010 -0.133604 -0.488204 -0.930897 0.6910 0.7028 0.3621 4.268058 4.448180
2459590 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.094975 0.291116 10.776500 -0.375406 0.167171 1.901191 0.058197 -0.935806 0.6914 0.7013 0.3577 5.849115 5.916475
2459589 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.543788 -0.401365 9.601300 -1.042338 1.118744 -1.082255 4.156268 -0.906123 0.7379 0.7303 0.2760 5.751909 5.655925
2459588 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.374424 -1.236711 11.601281 -0.473816 0.275465 0.027883 2.542408 -0.368308 0.8010 0.7850 0.2093 9.941707 8.497025
2459587 digital_ok 100.00% - - - 100.00% 0.00% -1.033658 0.319817 15.602793 1.685175 2.439788 -0.668747 2.301429 -0.003642 nan nan nan 36.612657 27.282717
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 11.89% 5.95% -0.482707 -0.560409 -0.471373 -0.719844 -0.117885 -0.540463 0.101072 -0.767513 0.6833 0.6909 0.3529 1.525247 1.521143
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.561760 0.282543 0.112888 -0.934261 -0.634115 0.728157 -0.686977 -0.327963 0.0305 0.0305 0.0008 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.698622 17.672143 1.391849 1.336286 2.984365 3.815056 -0.578123 -0.836472 0.6934 0.7016 0.3728 0.000000 0.000000
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 80.65% 19.35% -0.958218 0.070076 0.122207 -0.853857 -0.767092 0.503463 -0.430110 -0.709561 0.6932 0.6992 0.3750 0.000000 0.000000
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 45.95% 0.00% -0.884281 -0.002806 -0.003515 -0.732165 -0.925309 -0.085828 -0.520857 -0.854471 0.6948 0.7014 0.3785 1.290015 1.257273
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 19.46% 0.00% -1.190598 0.134235 0.668317 -0.911940 -0.934922 -0.112750 0.487471 -0.827086 0.7047 0.7091 0.3715 1.660320 1.609926
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.925034 0.108720 0.197461 -0.816893 -0.130824 0.384984 3.479779 -0.710821 0.6956 0.7030 0.3724 0.000000 0.000000
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -0.776845 -0.062034 0.536038 -0.742537 1.657250 -0.150210 0.675165 -0.804767 0.6938 0.7021 0.3748 1.449061 1.405457
2459578 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.472853 -0.558412 0.363269 1.069400 5.157202 0.007977 1.500177 -0.814812 0.0288 0.0299 0.0008 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -1.170842 -0.107690 0.451194 -0.873284 -0.489686 -0.177702 -0.173982 -0.861828 0.6966 0.7038 0.3728 1.513369 1.490615
2459576 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.807161 -0.325632 0.976472 -0.633189 1.233880 -0.938348 5.406819 -0.730762 0.7160 0.7244 0.3729 5.075559 4.833782
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -1.223584 -0.429914 1.030906 -0.514990 0.281135 -0.600780 1.668760 -0.554669 0.7757 0.7757 0.3140 1.506909 1.519419
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -0.970897 -0.291877 0.392364 -0.694413 -0.370090 -1.374230 -0.597733 1.376145 0.7115 0.7193 0.3722 1.659971 1.640285
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -0.672043 -0.244372 0.407020 -0.874187 -1.191961 0.569896 -0.198975 -0.181663 0.7159 0.7229 0.3671 1.508736 1.560317
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 27.57% 0.00% -0.905823 -0.574207 0.321093 -0.676949 -0.783610 -0.506776 0.263795 -0.184952 0.7179 0.7235 0.3700 1.449140 1.393800
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.958464 -0.617350 0.609508 0.808976 -0.879900 -1.315005 -1.054982 -0.960929 0.0379 0.0294 0.0008 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% -0.713999 -0.624655 0.371899 -0.877468 -0.419507 -0.969671 0.310854 -1.012526 0.7896 0.7903 0.2224 2.075861 1.893933
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% -1.009797 -0.431998 -0.240303 -0.841534 -0.787314 -0.464576 -0.387836 -0.786572 0.7072 0.7132 0.3841 1.476021 1.455702
2459565 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 6.94% 0.00% -1.716381 -1.195082 0.613288 -0.327186 -0.543476 -0.749150 0.075909 -0.138736 0.7285 0.7276 0.3806 1.577810 1.465529
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.816619 -0.322548 -0.221485 -0.793244 0.297370 1.387355 -0.210238 -0.784682 0.7187 0.7226 0.3797 1.729763 1.628788
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -1.576121 -1.161769 0.309935 -0.104840 0.027534 -0.061928 0.256983 -0.031061 0.7230 0.7296 0.3754 1.605154 1.543258
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -1.614527 -1.016108 -0.180079 -0.432527 -0.593602 -0.656207 0.010162 -0.575442 0.7236 0.7313 0.3727 1.526349 1.548047
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -1.308023 -0.963716 0.093004 -0.385710 -0.191174 -0.507068 0.089630 -0.498364 0.7161 0.7233 0.3846 1.559993 1.518562
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.91% 0.00% -1.684765 -0.990214 0.145360 -0.331860 -0.682667 -0.863178 0.212446 -0.361028 0.7209 0.7254 0.3708 1.494224 1.445922
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.792359 -0.240903 -0.680524 -0.425975 -0.271301 0.208800 -0.157032 -0.772050 0.7246 0.7253 0.3780 1.565813 1.491855
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0296 0.0284 0.0008 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.615353 0.047984 -0.830183 -0.619657 -0.551132 -0.287934 -0.377276 -1.173779 0.7237 0.7259 0.3738 1.580737 1.513812
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7241 0.7274 0.3850 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7237 0.7260 0.3823 nan nan
2459552 digital_ok 100.00% 3.78% 0.00% 0.00% 100.00% 0.00% 0.668585 2.094732 -0.145779 -0.514975 48.594885 10.217468 18.004664 -0.369921 0.7063 0.7265 0.3829 7.654706 8.614780
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -1.444864 -0.998617 -0.006471 -0.483061 -0.701925 -0.705966 0.022203 -0.227429 0.7256 0.7277 0.3720 1.501630 1.437620
2459550 digital_ok - 96.71% 96.71% 0.00% - - nan nan nan nan nan nan nan nan 0.0456 0.0451 0.0004 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.783280 -0.125179 -0.720497 -0.757268 -0.969886 -0.555657 -0.414192 -0.825896 0.7243 0.7286 0.3817 1.576607 1.553400
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% -0.155213 -0.297218 -0.511551 0.454939 -0.381491 -0.581530 -0.191119 -0.600831 0.7715 0.7756 0.3331 1.681479 1.508975
2459541 digital_ok 0.00% 1.34% 1.79% 0.00% 21.88% 0.00% -0.012914 -0.314115 -0.938688 -0.447839 -0.814592 -1.075398 -0.022678 -0.611637 0.7661 0.7591 0.3145 1.487675 1.465798
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.00% -1.554299 -0.777233 -0.422042 -0.690963 -0.128041 1.289872 -0.381269 -0.701705 0.7712 0.7693 0.3253 1.506093 1.432946
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 5.93% 0.00% -0.981474 -0.412683 -0.173190 -0.638258 -0.446138 -0.962546 -0.129205 -0.014831 0.7545 0.7512 0.3958 1.607430 1.450189
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -1.171261 -0.810324 -0.228493 -0.773195 0.114013 1.402293 -0.253508 1.707935 0.7971 0.7844 0.3339 1.555816 1.471629
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.00% -1.351378 -0.944097 -0.272231 -0.830110 0.868514 1.861793 -0.038351 -0.598852 0.7852 0.7738 0.3413 1.553562 1.531103
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% -0.521102 -0.431981 -0.826082 0.026124 -0.711614 0.562565 -0.132373 -0.842417 0.7380 0.7429 0.3830 1.522739 1.477759
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 0.00% -0.314914 -0.211647 -0.900736 -0.196610 -0.577393 0.012140 -0.427519 -0.438247 0.7421 0.7403 0.3782 1.586520 1.472517
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% -1.503203 -1.242551 -0.175910 -0.544785 -0.404332 -0.506448 0.056520 -0.272309 0.7576 0.7527 0.3811 1.503302 1.456626
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.961074 -0.405866 -0.877027 0.393590 -0.204854 -1.312805 -0.545479 -0.731149 0.9202 0.9475 0.2712 0.000000 0.000000
2459523 digital_ok 0.00% - - - 12.24% 0.00% -1.047274 -0.314150 -0.938400 0.113977 0.096840 -0.824055 -0.437935 -1.008479 nan nan nan 2.290524 2.097437
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.520277 -0.504599 -1.051275 -0.085797 -0.719606 -0.654632 -0.142428 -0.912259 0.7166 0.7329 0.3230 1.956267 1.837270
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.834885 -0.458960 0.652230 0.632250 -1.090527 -0.393278 -0.377462 -0.662908 0.0511 0.0331 0.0021 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% -1.075376 0.012753 -0.928397 -0.206030 -0.225103 -0.292678 -1.312753 -0.878170 0.9275 0.9593 0.1530 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.471894 -0.370274 -0.691696 -0.851332 -0.242710 -0.524700 -0.476307 -0.169252 0.8908 0.8782 0.1815 5.105972 4.191054
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% -0.988094 -0.304663 -0.849673 -0.264812 -0.575674 -1.183647 0.238620 -0.525386 0.8923 0.8884 0.4142 0.000000 0.000000
2459501 digital_ok 0.00% 0.00% 0.00% 0.00% 76.74% 0.00% -0.503764 0.512487 -0.231818 0.516511 -0.232728 0.281771 -0.283520 -0.845187 0.8973 0.9246 0.3587 0.000000 0.000000
2459500 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.720505 0.926308 -0.334811 0.718994 -0.681859 -0.084992 -0.790481 -0.647925 0.9079 0.9230 0.3509 0.000000 0.000000
2459499 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 0.00% -1.277195 0.896788 -0.674438 0.604731 -0.856135 -0.445451 -0.584615 -0.572074 0.9024 0.9503 0.1622 0.000000 0.000000
2459498 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.833546 0.515355 -0.663871 0.339331 -0.775213 -0.687224 -0.034824 -0.252821 0.9164 0.9261 0.3760 0.000000 0.000000
2459497 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 0.00% -0.695197 2.833155 -0.673616 1.243434 -1.102731 -0.315088 -0.669826 1.568949 0.9239 0.9409 0.3199 0.000000 0.000000
2459496 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -1.171732 0.222714 -0.784480 0.212799 -1.253635 -1.370239 0.322923 -0.681975 0.8983 0.9098 0.3562 0.000000 0.000000
2459495 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -1.107500 0.217610 -0.806936 0.316186 -0.949853 -0.916296 0.256762 -0.108860 0.8949 0.9055 0.3966 0.000000 0.000000
2459494 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.834720 1.187578 -0.535523 0.764536 -1.191640 -0.787317 -0.442696 -1.148291 0.8933 0.9013 0.4024 0.000000 0.000000
2459492 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.132164 1.226393 -1.294680 0.382698 0.727308 3.208103 16.749921 23.321395 0.7613 0.8084 0.3225 0.000000 0.000000
2459491 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.360639 0.942705 -1.002449 -0.578905 0.218789 -1.322395 -0.739123 -0.941875 0.8004 0.8236 0.2629 0.000000 0.000000
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.577947 0.866934 -0.727902 -0.676080 0.906620 -0.508509 0.036256 -0.674883 0.7589 0.8089 0.3569 0.000000 0.000000
2459489 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.445062 0.641733 -1.225697 -0.494089 1.398729 -0.315156 -0.223438 -0.847049 0.7759 0.8154 0.3085 0.000000 0.000000
2459488 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.315962 6.178594 0.146678 4.874441 1.971834 14.830989 45.118575 123.626615 0.7652 0.7894 0.3368 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 104: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 70.654759 70.654759 8.455611 15.442774 3.420689 2.516377 7.013357 0.960388 -1.266738

Antenna 104: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 67.447907 67.447907 7.759483 6.875851 1.771750 3.497737 3.739306 0.822064 -1.194989

Antenna 104: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Variability 32.037002 1.282981 2.053392 -0.850090 1.378885 -2.731725 32.037002 -0.947344 23.768956

Antenna 104: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 55.149017 55.149017 7.058835 10.105468 2.523826 2.392565 5.475263 0.791701 -0.950665

Antenna 104: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 84.145112 10.740457 84.145112 2.424688 8.878618 9.104680 8.759690 -0.688060 0.728691

Antenna 104: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 64.832994 8.388851 64.832994 2.833328 37.166117 2.572799 12.055091 4.711110 14.050133

Antenna 104: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 86.132249 86.132249 9.094996 57.552990 4.649206 12.187619 0.808645 6.188916 2.480025

Antenna 104: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 89.652721 9.663274 89.652721 4.848451 67.857649 5.085408 28.053267 7.306501 11.617146

Antenna 104: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 38.418598 3.097737 38.418598 1.542885 23.200889 0.144592 6.995082 0.743596 3.081964

Antenna 104: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 63.181575 6.393576 63.181575 2.552004 37.319749 0.417329 6.758242 1.591200 3.173652

Antenna 104: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 46.044739 46.044739 2.809331 32.711927 2.311465 9.284935 1.654322 5.194495 1.863006

Antenna 104: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 66.416025 7.181465 66.416025 2.392249 34.225561 1.502901 8.509759 1.138950 2.690459

Antenna 104: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 54.665223 5.414568 54.665223 1.999048 29.305969 1.460055 7.807333 1.958188 4.733404

Antenna 104: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Variability 116.641119 6.284301 8.046741 3.286084 2.730902 116.641119 1.491294 16.173871 1.426962

Antenna 104: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Variability 114.967869 10.510368 6.770438 6.930712 0.309043 6.855562 114.967869 2.879405 54.756088

Antenna 104: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 101.683007 7.547879 101.683007 1.366083 92.022302 1.010012 28.639774 0.316696 5.889417

Antenna 104: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 76.022913 5.413007 76.022913 1.033179 42.221734 -0.288296 2.930567 2.231367 6.940400

Antenna 104: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 71.600915 5.328083 71.600915 0.833391 53.093201 -0.746649 31.764956 0.605066 62.407534

Antenna 104: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 297.092145 0.006909 35.619791 1.735535 31.388433 -0.652807 90.713886 2.285976 297.092145

Antenna 104: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 Nnan Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 637.842175 0.502749 47.892857 4.551722 71.834027 1.158025 113.784348 2.622570 637.842175

Antenna 104: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Power 129.684362 6.881068 94.693907 2.341355 129.684362 0.951576 15.755400 1.858732 11.807752

Antenna 104: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 61.176205 61.176205 3.612114 48.478480 0.453548 9.817632 0.510970 6.486378 0.460368

Antenna 104: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 173.472026 38.028372 -0.221912 30.899015 1.559809 37.576422 0.903550 173.472026 1.492931

Antenna 104: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 254.047207 33.858436 -0.018868 32.724490 1.653775 14.964106 1.438435 254.047207 2.310449

Antenna 104: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 302.143437 43.385004 0.373384 36.485063 1.991047 21.023934 1.320134 302.143437 2.050866

Antenna 104: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 108.737305 108.737305 7.888580 100.790602 2.237588 12.706830 1.139990 7.136996 1.115200

Antenna 104: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 234.591728 0.203383 33.204891 1.864406 32.140588 1.805028 18.401582 2.034194 234.591728

Antenna 104: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 211.312887 30.163862 0.261234 36.513854 2.204664 40.072915 0.605537 211.312887 0.538605

Antenna 104: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 236.413679 22.312269 0.107305 24.369725 1.399335 25.585608 0.291847 236.413679 1.546861

Antenna 104: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 508.673187 33.363519 0.219386 35.101274 1.959946 72.998432 1.337566 508.673187 1.966322

Antenna 104: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 205.540243 26.852781 0.067102 29.616909 1.488853 17.482606 1.229215 205.540243 1.555336

Antenna 104: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Power 125.524706 7.948174 122.964466 3.454933 125.524706 2.576827 24.843598 1.745839 27.623256

Antenna 104: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Discontinuties 176.407620 0.245947 23.628744 2.177263 33.442809 0.562543 121.860695 0.697431 176.407620

Antenna 104: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Variability 384.058208 26.374553 0.065960 28.052916 1.539611 384.058208 -0.167504 354.623940 1.429130

Antenna 104: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Discontinuties 410.167050 -0.026268 31.714810 2.207955 38.375449 -0.024204 183.109060 1.853205 410.167050

Antenna 104: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Discontinuties 343.546865 -0.184976 30.626242 1.566238 30.509882 0.477177 48.283230 1.225439 343.546865

Antenna 104: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Discontinuties 472.842011 -0.081474 27.479010 1.348788 29.899224 -0.428878 97.070886 1.388213 472.842011

Antenna 104: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Power 121.857654 6.475169 99.028863 1.753188 121.857654 1.550111 26.327732 0.977684 14.402034

Antenna 104: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Discontinuties 320.049991 34.643992 -0.052447 34.191642 1.858358 38.253800 0.432152 320.049991 1.279483

Antenna 104: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Power inf 389.625695 389.637333 inf inf 2331.940707 1814.476635 6829.071763 6316.141795

Antenna 104: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Discontinuties 147.355291 11.478933 -0.772637 18.431421 0.455053 13.192929 0.195313 147.355291 -0.084424

Antenna 104: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 digital_ok ee Power 0.398479 -0.777287 -0.638894 0.238818 0.398479 -1.173257 -0.620455 -0.529751 0.159010

Antenna 104: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Variability 462.282475 5.583338 37.638050 2.558238 102.186279 2.085501 462.282475 2.234635 178.740941

Antenna 104: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Discontinuties 44.083557 5.696273 0.166309 4.593174 -0.995031 -1.636290 -1.167493 44.083557 0.231268

Antenna 104: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Discontinuties 144.296386 11.228583 -0.614938 16.725549 0.340777 10.928364 -0.196390 144.296386 0.337738

Antenna 104: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Discontinuties 367.829292 31.019978 -0.154833 44.524047 2.957367 44.332694 -0.908099 367.829292 1.697778

Antenna 104: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 digital_ok ee Shape 1.096860 0.725541 1.096860 -0.580459 0.388344 -0.926906 -0.796575 -1.397160 -1.495057

Antenna 104: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Variability 2.390038 -0.706143 -0.885176 -1.090022 0.457628 -0.282596 2.390038 0.199937 0.744115

Antenna 104: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Variability 407.498040 26.787511 -0.474390 11.686121 -0.564281 407.498040 -0.697462 38.155627 -0.044277

Antenna 104: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 digital_ok ee Temporal Discontinuties 1347.423274 744.896247 744.896247 663.521454 663.521454 553.456640 553.456640 1347.423274 1347.423274

Antenna 104: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Discontinuties 1471.808881 435.268233 435.268233 360.617759 360.617759 372.185021 372.185021 1471.808881 1471.808881

Antenna 104: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 digital_ok ee Temporal Discontinuties 29.291697 13.947923 13.947923 13.650780 13.650780 14.572633 14.572633 29.291697 29.291697

Antenna 104: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 digital_ok nn Temporal Variability 5.485348 -0.821923 -0.670919 0.033463 -0.532051 5.485348 -1.075813 1.264064 0.332555

Antenna 104: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok nn Shape 0.581785 -0.262803 0.581785 -0.414509 -0.788150 -0.772089 -0.885073 -0.894947 -0.853244

Antenna 104: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok nn Temporal Variability 1.086777 -0.668138 -0.607533 -0.343397 -0.203240 -0.901365 1.086777 -0.965637 -0.654549

Antenna 104: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok nn Temporal Variability 5.167630 -0.708367 -0.953335 -0.827468 0.061941 -1.248114 5.167630 1.552208 0.887819

Antenna 104: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power -0.510795 -0.677148 -0.573493 -0.510795 -0.940640 -1.258102 -1.374006 -0.666739 -0.653987

Antenna 104: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Temporal Variability 43.633294 -1.063750 -0.420225 1.097594 -0.598052 43.633294 -0.496886 2.506516 0.787696

Antenna 104: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 104: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 4.013827 -0.804670 -1.073615 -0.924151 4.013827 -1.652120 0.164894 -0.559769 0.262284

Antenna 104: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 4.057468 -0.374170 -0.822480 -0.729514 4.057468 -1.327526 1.342367 0.134962 0.379063

Antenna 104: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 4.844055 -1.263936 -0.932198 4.844055 -0.651917 0.837813 0.707063 0.436377 0.074557

Antenna 104: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 6.779270 -0.295022 -0.948025 -0.298825 6.779270 0.207878 2.235225 0.942486 2.864413

Antenna 104: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 5.201149 -0.935410 -0.020179 5.201149 -0.865591 1.742390 -1.162946 2.794906 0.753487

Antenna 104: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 4.987165 -0.446617 -0.853073 -0.868316 4.987165 -1.291707 2.522035 0.168623 1.209214

Antenna 104: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 5.475652 0.037357 -0.126155 5.475652 -0.728219 4.906315 0.131678 2.043036 0.328584

Antenna 104: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 5.048379 -0.781182 -1.083994 -0.792477 5.048379 -0.654571 1.342121 -0.570089 0.492696

Antenna 104: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 4.888861 -0.472988 -0.929449 -0.827704 4.888861 -0.025177 1.920505 0.413890 1.326507

Antenna 104: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 104: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Shape 3.130910 0.307822 3.130910 1.194891 0.673613 -0.504891 -0.617893 -1.078670 -0.851876

Antenna 104: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok nn Temporal Variability 8.079346 -0.888894 -0.695902 4.728725 -0.379405 0.137145 8.079346 2.577124 0.494384

Antenna 104: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 9.212438 -0.525043 -0.142199 0.584005 9.212438 7.289582 8.945015 0.094993 2.419938

Antenna 104: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Shape 3.279214 3.279214 0.184770 0.311846 1.271767 -0.347354 -0.868482 -1.084849 -1.423830

Antenna 104: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 6.519549 -0.016071 -0.208238 -1.112197 6.519549 0.144117 3.449472 -0.651827 2.275602

Antenna 104: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 5.000516 -1.021818 -0.339481 5.000516 -0.876413 2.859158 0.196208 0.572264 0.173035

Antenna 104: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 4.341249 -0.183907 -0.861217 -0.828271 4.341249 0.162875 3.517765 -0.671342 1.987826

Antenna 104: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 3.989392 -0.383539 -0.946850 -0.486648 3.989392 -0.173985 3.060621 -0.822602 1.417082

Antenna 104: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 5.037591 -0.065238 1.051897 -0.109844 5.037591 0.567941 1.537726 -0.798018 0.523931

Antenna 104: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 2.762745 -0.060143 1.027875 -0.061537 2.762745 0.455659 0.629565 -1.100944 0.756145

Antenna 104: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Shape 4.402710 4.402710 -0.017162 0.594597 1.776662 -0.785846 -1.240382 -0.807751 -0.763029

Antenna 104: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 4.082464 0.176055 1.138002 -0.502973 4.082464 -0.031638 1.892366 -0.646074 0.270203

Antenna 104: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 6.303303 3.045896 -0.230993 6.303303 -1.264796 3.131330 -0.762979 0.392891 -0.841308

Antenna 104: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 5.947261 0.331843 0.262889 5.947261 -0.909070 1.640643 2.058240 5.321793 -0.719701

Antenna 104: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Temporal Discontinuties 5.653061 -0.142222 -0.274853 -1.099692 5.509774 -0.474785 3.677774 -1.044032 5.653061

Antenna 104: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 3.487237 -0.971326 0.097679 3.487237 0.091956 0.556355 0.922245 1.468646 -0.884980

Antenna 104: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 104: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 0.362969 0.293225 0.293225 0.362969 0.362969 -0.623078 -0.623078 -0.295034 -0.295034

Antenna 104: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 4.940771 -1.080740 -0.070364 4.940771 -0.518197 1.814719 -0.114039 1.127906 -0.823488

Antenna 104: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 5.542735 -1.171310 0.150814 5.542735 -1.026902 2.007290 -0.953034 2.281216 -1.247170

Antenna 104: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 6.235157 -1.113063 0.070480 6.235157 -0.657718 0.511784 1.012304 1.516021 -0.267712

Antenna 104: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 8 digital_ok ee Power 5.839431 -0.702827 0.420013 5.839431 -0.856919 0.145872 1.509998 0.543548 -0.613375